{"id":"W2056678248","doi":"10.1007/bf03019933","title":"Respiratory complications after gastric bypass surgery","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Gastric bypass; Gastric bypass surgery; Respiratory system; Intensive care medicine; Surgery; General surgery; Internal medicine; Obesity; Weight loss","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007220016,0.0002551502,0.0006756792,0.0008198443,0.0009640877,0.001252561,0.0004192539,0.001060132,0.0034624],"category_scores_gemma":[0.004663544,0.0002077472,0.001061303,0.0009308325,0.000388709,0.0007166396,0.0008513401,0.001744805,0.0003450905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302266,"about_ca_system_score_gemma":0.0009936454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004770083,"about_ca_topic_score_gemma":0.006305864,"domain_scores_codex":[0.9986462,0.000260864,0.0002025421,0.0001301592,0.0003474358,0.000412964],"domain_scores_gemma":[0.9963707,0.0008263093,0.001288863,0.0001218852,0.0003595743,0.001032729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001443747,0.0002680829,0.9746988,0.000173618,0.0004026993,0.004202985,0.0002189528,0.00009161599,0.0004541051,0.0001422621,0.0009916888,0.01691144],"study_design_scores_gemma":[0.000030737,0.0002839487,0.996104,0.00005685987,0.00007219541,0.002353662,0.0004345888,0.00006579965,0.00006715882,0.00007719141,0.0004405068,0.00001330564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905027,0.004984423,0.00005668407,0.0006381676,0.0001255414,0.00002672958,0.0002701016,0.000005060799,0.003390639],"genre_scores_gemma":[0.9977174,0.001136299,0.00003889265,0.0002897787,0.0001454011,0.00001123504,0.0004045557,0.000001957596,0.000254471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004770083,"threshold_uncertainty_score":0.01158291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168029014183898,"score_gpt":0.2429537931846754,"score_spread":0.2212735030428365,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}